Author

Sai Krishna Reddy Sathi

h-index 1 View on Semantic Scholar

We have 2 of 4 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#artificial intelligence Preprint Sep 2026

ORDER: A Fictitious-World Benchmark for Domain-Adaptive Embodied AI

Adapting language models to new domains via continual pre-training raises a basic evaluation problem: if the training corpus overlaps with what the model already knows, performance gains cannot be cleanly attributed to new learning rather than pre-existing knowledge. This matters most for knowledge-intensive, task-ligh...

Sai Krishna Reddy Sathi, Anuj Tiwari · 0 citations

#artificial intelligence Preprint Sep 2026

DKL: Decoupled Knowledge Learning for Instruction-Tuned Language Models

RAG has become the de facto method for incorporating new, corpus-specific knowledge into an instruction following LLM (Instruct LLM). Although RAG-based prompting improves factual grounding, it fails when retrieval is incorrect or incomplete, leading to hallucinations. Finetuning methods such as RAFT and PA-RAG enhance...

Kushagra Bhushan, Meghanadh Pulivarthi, Sai Krishna Reddy Sathi et al. · 1 citation